{"id":"W3212729927","doi":"10.1007/s10899-021-10086-3","title":"What Contributes to Public Stigma Towards Problem Gambling?: A Comparative Analysis of University Students in Australia, Canada, Croatia and Israel","year":2021,"lang":"en","type":"article","venue":"Journal of Gambling Studies","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Stigma (botany); Psychology; Social psychology; Clinical psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007330381,0.000215012,0.001152567,0.0009918335,0.0001130139,0.0001008949,0.0002395839,0.00007394386,0.00002875623],"category_scores_gemma":[0.0001657977,0.000194483,0.0001654955,0.001933075,0.0001036972,0.0002730846,0.0001600533,0.0002468452,0.000001131876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003886237,"about_ca_system_score_gemma":0.0003005708,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06057813,"about_ca_topic_score_gemma":0.4068364,"domain_scores_codex":[0.9978656,0.0002957912,0.0007017762,0.0002904346,0.0005148637,0.0003315509],"domain_scores_gemma":[0.9974613,0.0003184708,0.0004947267,0.0001897585,0.001386661,0.0001490598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002670806,0.0006078404,0.9757079,0.00002656853,0.01028116,0.0006946133,0.0104439,0.0002697466,0.0001595414,0.00018803,0.0007500938,0.0006034797],"study_design_scores_gemma":[0.002414505,0.0002033104,0.931042,0.0002364518,0.002012591,0.00001760327,0.06308232,0.000005756562,0.0002936104,0.00004621874,0.0004983126,0.0001472906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926764,0.005416339,0.00004177914,0.001044194,0.000569989,0.0001571057,0.00004317939,0.000004973136,0.00004603221],"genre_scores_gemma":[0.9980235,0.0004508357,0.000335746,0.00007660718,0.00002012202,0.000002517643,0.000005706915,0.000006793909,0.001078224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3462582,"threshold_uncertainty_score":0.9456776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1784802611681162,"score_gpt":0.4496546207690903,"score_spread":0.271174359600974,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}